PROGRAMME QSRC/Technical... · 2020-02-24 · and Machine Learnt Seismic Attributes. Hesham Mo...
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seg.org/Events/Reservoir-Characterization-2020 PROGRAMME Monday, 16 March 2020 Sunday, 15 March 2020 07:00 - 08:00 Onsite Registration Coffee, tea, juices and morning refreshments available 08:00 - 08:05 Hotel Safety Briefing 08:05 - 08:10 Welcome Address by Committee Co-Chairs 08:10 - 08:40 Opening Address on Decision-Ready Live Earth Model by Aus Tawil, Saudi Aramco SESSION 1 SEISMIC IMAGING: FWI, MULTI COMPONENT, VELOCITY MODEL BUILDING Session Chairs: Taiwen Chen & Falah Al Mutairi 08:40 - 09:05 Applying Conditional Generative Adversarial Networks for Seismic Data Reconstruction Emilio Vital Brazil, IBM Research 09:05 - 09:30 Elastic Full-Waveform Inversion with Geologic Constraints for Transversely Isotropic Media Sagar Singh, Colorado School of Mines 09:30 - 09:55 Effect of Customized De-multiple Flow on Seismic Reservoir Characterization in a Carbonate Field Offshore Abu Dhabi Zuo Xu, CGG 09:55 - 10:15 COFFEE BREAK – 20 min – Al Rifaa Foyer Area SESSION 2 CONVERTED WAVE DATA Session Chairs: Christian Oviawe & Aiman Bakhorji 10:15 - 10:40 Converted Wave Velocity Model Building and Imaging Based on the CFP Theory Hongwei Liu, Saudi Aramco 10:40 - 11:05 Seismic Attributes Characterization from Joint Multi-Component Inversion Results Thibault de Fréminville, Beicip-Franlab 11:05 - 11:35 Moderated Discussion – 30 min 11:35 - 12:35 LUNCH – 1 hr – Al Rifaa South SESSION 3 SEISMIC ATTRIBUTES Session Chairs: Mohammed Saleh & Mohamed Hafez Abdul Razak 12:35 - 13:00 13:00 - 13:25 The Art of the Possible – A Case Study to Optimize Exploration Potential of the Lower Jurassic Reservoir in North Kuwait by Integrating Multiple Conventional and Machine Learnt Seismic Attributes Hesham Moubarak, Kuwait Oil Company Refining Seismically Derived Porosity Using a Deep Feed Forward Neural Network for an Offshore Field in the UAE Shraddha Chatterjee, CGG 08:00 - 08:30 Opening Address by Jalal Khazanehdari, CGG Quantitative Seismic Reservoir Characterization: A Look Back and Ways Forward SESSION 6 SEISMIC INVERSION Session Chairs: Mohamed Hafez Abdul Razak & Mohammed Abdulhameed Al-Yami 08:30 - 08:55 Multi-Geophysics for Reservoir Characterization: A Comparison of Deterministic and Statistical Inversion Methodologies Claudio Leone, WesternGeco 08:55 - 09:20 Enhanced Quantitative Interpretation through Depth-Domain Inversion Based on Point Spread Functions Maud Cavalca, Schlumberger 09:20 - 09:45 Seismic Reservoir Characterization of Burgan Formation in North Kuwait Using Prestack Geostatistical Inversion Integrated with Rock Physics Modeling Taiwen Chen, Kuwait Oil Company 09:45 - 10:05 COFFEE BREAK – 20 min – Al Rifaa Foyer Area SESSION 7 4D SEISMIC Session Chairs: Abdullah Alshuhail & Beth Rees 10:05 - 10:30 KEYNOTE: Monitoring Gas Plume Thickness with 4D Seismic Data through a Bayesian Update of the Reservoir Model in Sub-Seismic Resolution Conditions Philippe Nivlet, Saudi Aramco Integrating all Components of 4D OBC Data to Match and Update the Dynamic Reservoir Simulation Model for the Edvard Grieg Field Per Eivind Dhelie, Lundin Norway AS Interpretation Workflow of a Noisy 4D Seismic Data in a Carbonate Reservoir Lee Jean Wong, Heriot-Watt University 11:20 - 11:50 Moderated Discussion – 30 min 11:50 - 12:50 LUNCH – 1 hr – Al Rifaa South SESSION 8 FRACTURE CHARACTERIZATION AND GEOMECHANICS Session Chairs: Beth Rees & Khalaf Al Temimi 12:50 - 13:15 KEYNOTE: Cascading Elastic Parameter Transforms to Simulate the Response of a Medium with Orthorhombic Anisotropy Peter Mesdag, CGG 13:15 - 13:40 Improved Elastic Anisotropy Input for Geomechanical & Geophysical Applications Florian Karpfinger, Schlumberger 13:40 - 14:05 Joint VVAz-AVAz Inversion Benjamin Roure, CGG 14:05 - 14:25 COFFEE BREAK – 20 min – Al Rifaa Foyer Area SESSION 9 INTEGRATING STATIC WITH DYNAMIC MODELS Session Chairs: Mohammed Saleh & Philippe Nivlet 14:25 - 14:50 14:50 - 15:15 15:15 - 15:40 15:40 - 16:10 16:10 - 16:20 KEYNOTE: Closing the Modeling Loop Hisham Almohammadi, Saudi Aramco Core-Based Carbonate Sedimentology/Diagenetic Facies Integrated with Rock Flow Properties for Reservoir Quality Mapping: A Late Jurassic Example from Offshore Abu Dhabi Claire Gill, CGG Incorporation of Geologically Consistent Fault Properties in Dynamic Simulation Models Hisham Salem, Saudi Aramco Moderated Discussion – 30 min Wrap-Up by Committee Co-Chairs – 10 min Platinum Sponsor Silver Sponsors Delegate Gift Sponsor 2 nd SEG | DGS Workshop: Advances in Quantitative Seismic Reservoir Characterization 15–16 March 2020 | Bahrain DGS SESSION 4 ROCK PHYSICS MODELING AND SEISMIC FACIES Session Chairs: Mukarram Ahmed & Abdullah Alshuhail 13:25 - 13:50 KEYNOTE: Saturation and Permeability from Seismic: State-of-the-Art Jack Dvorkin, KFUPM 13:50 - 14:15 Single Loop Litho-Petro-Elastic Modelling and Inversion: An Example of Prospect Characterization in the Norwegian Sea Andrea Murineddu, Schlumberger 14:15 - 14:40 Seismic Acoustic Impedance as a Predictor of Reservoir Connectivity Regions and its Application to Improve 1D Permeability Modeling Babatope Kayode, Saudi Aramco 14:50 - 15:10 COFFEE BREAK – 20 min – Al Rifaa Foyer Area SESSION 5 ROLE OF MACHINE LEARNING Session Chairs: Mohammed Abdulhameed Al-Yami & Beth Rees 15:10 - 15:35 Predicting Acoustic, Elastic and Reservoir Rock Properties Using Deep Learning Techniques Behzad Alaei, Earth Science Analytics AS 15:35 - 16:00 Challenges of Relative Scarcity of Data: How Rock Physics and Machine Learning Can Overcome it Shraddha Chatterjee, CGG 16:00 - 16:25 Facies Classification Using Machine Learning in Vertical and Spatial Domains Syed Sadaqat Ali, Saudi Aramco 16:25 - 16:55 Moderated Discussion – 30 min 18:00 - 20:00 ICEBREAKER RECEPTION – Elements Pool E-POSTER SESSION 14:40 - 14:50 Estimation of Soil Porosity and Water Saturation using Seismic Velocities and Ground-Penetrating Radar: A Case Study over a Sand Dune in eastern Saudi Arabia Naser Al-Naser, KFUPM
Transcript of PROGRAMME QSRC/Technical... · 2020-02-24 · and Machine Learnt Seismic Attributes. Hesham Mo...
seg.org/Events/Reservoir-Characterization-2020
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PROGRAMME
Monday, 16 March 2020Sunday, 15 March 202007:00 - 08:00 Onsite Registration
Coffee, tea, juices and morning refreshments available 08:00 - 08:05 Hotel Safety Briefing08:05 - 08:10 Welcome Address by Committee Co-Chairs08:10 - 08:40 Opening Address on Decision-Ready Live Earth Model
by Aus Tawil, Saudi Aramco
SESSION 1 SEISMIC IMAGING: FWI, MULTI COMPONENT,VELOCITY MODEL BUILDING Session Chairs: Taiwen Chen & Falah Al Mutairi
08:40 - 09:05 Applying Conditional Generative Adversarial Networks forSeismic Data ReconstructionEmilio Vital Brazil, IBM Research
09:05 - 09:30 Elastic Full-Waveform Inversion with Geologic Constraintsfor Transversely Isotropic MediaSagar Singh, Colorado School of Mines
09:30 - 09:55 Effect of Customized De-multiple Flow on Seismic ReservoirCharacterization in a Carbonate Field Offshore Abu DhabiZuo Xu, CGG
09:55 - 10:15 COFFEE BREAK – 20 min – Al Rifaa Foyer Area
SESSION 2 CONVERTED WAVE DATASession Chairs: Christian Oviawe & Aiman Bakhorji
10:15 - 10:40 Converted Wave Velocity Model Building and Imaging Basedon the CFP TheoryHongwei Liu, Saudi Aramco
10:40 - 11:05 Seismic Attributes Characterization from Joint Multi-Component Inversion ResultsThibault de Fréminville, Beicip-Franlab
11:05 - 11:35 Moderated Discussion – 30 min
11:35 - 12:35 LUNCH – 1 hr – Al Rifaa South
SESSION 3 SEISMIC ATTRIBUTESSession Chairs:Mohammed Saleh & Mohamed Hafez Abdul Razak
12:35 - 13:00
13:00 - 13:25
The Art of the Possible – A Case Study to Optimize Exploration Potential of the Lower Jurassic Reservoir in North Kuwait by Integrating Multiple Conventional and Machine Learnt Seismic AttributesHesham Moubarak, Kuwait Oil CompanyRefining Seismically Derived Porosity Using a Deep Feed Forward Neural Network for an Offshore Field in the UAE Shraddha Chatterjee, CGG
08:00 - 08:30 Opening Address by Jalal Khazanehdari, CGGQuantitative Seismic Reservoir Characterization: A Look Back and Ways Forward
SESSION 6 SEISMIC INVERSIONSession Chairs: Mohamed Hafez Abdul Razak & Mohammed Abdulhameed Al-Yami
08:30 - 08:55 Multi-Geophysics for Reservoir Characterization: A Comparison of Deterministic and Statistical Inversion MethodologiesClaudio Leone, WesternGeco
08:55 - 09:20 Enhanced Quantitative Interpretation through Depth-Domain Inversion Based on Point Spread FunctionsMaud Cavalca, Schlumberger
09:20 - 09:45 Seismic Reservoir Characterization of Burgan Formation in North Kuwait Using Prestack GeostatisticalInversion Integrated with Rock Physics ModelingTaiwen Chen, Kuwait Oil Company
09:45 - 10:05 COFFEE BREAK – 20 min – Al Rifaa Foyer Area
SESSION 7 4D SEISMICSession Chairs: Abdullah Alshuhail & Beth Rees
10:05 - 10:30 KEYNOTE: Monitoring Gas Plume Thickness with 4D Seismic Data through a Bayesian Update of the ReservoirModel in Sub-Seismic Resolution ConditionsPhilippe Nivlet, Saudi AramcoIntegrating all Components of 4D OBC Data to Match and Update the Dynamic Reservoir Simulation Model for theEdvard Grieg FieldPer Eivind Dhelie, Lundin Norway ASInterpretation Workflow of a Noisy 4D Seismic Data in a Carbonate ReservoirLee Jean Wong, Heriot-Watt University
11:20 - 11:50 Moderated Discussion – 30 min
11:50 - 12:50 LUNCH – 1 hr – Al Rifaa South
SESSION 8 FRACTURE CHARACTERIZATION AND GEOMECHANICSSession Chairs: Beth Rees & Khalaf Al Temimi
12:50 - 13:15 KEYNOTE: Cascading Elastic Parameter Transforms to Simulate the Response of a Medium with Orthorhombic AnisotropyPeter Mesdag, CGG
13:15 - 13:40 Improved Elastic Anisotropy Input for Geomechanical & Geophysical ApplicationsFlorian Karpfinger, Schlumberger
13:40 - 14:05 Joint VVAz-AVAz InversionBenjamin Roure, CGG
14:05 - 14:25 COFFEE BREAK – 20 min – Al Rifaa Foyer Area
SESSION 9 INTEGRATING STATIC WITH DYNAMIC MODELSSession Chairs: Mohammed Saleh & Philippe Nivlet
14:25 - 14:50
14:50 - 15:15
15:15 - 15:40
15:40 - 16:10 16:10 - 16:20
KEYNOTE: Closing the Modeling LoopHisham Almohammadi, Saudi AramcoCore-Based Carbonate Sedimentology/Diagenetic Facies Integrated with Rock Flow Properties for Reservoir Quality Mapping: A Late Jurassic Example from Offshore Abu DhabiClaire Gill, CGGIncorporation of Geologically Consistent Fault Properties in Dynamic Simulation ModelsHisham Salem, Saudi AramcoModerated Discussion – 30 minWrap-Up by Committee Co-Chairs – 10 min
Platinum Sponsor
Silver Sponsors
Delegate Gift Sponsor
2nd SEG | DGS Workshop:Advances in Quantitative Seismic Reservoir Characterization
15–16 March 2020 | Bahrain
DGS
SESSION 4 ROCK PHYSICS MODELING ANDSEISMIC FACIESSession Chairs: Mukarram Ahmed & Abdullah Alshuhail
13:25 - 13:50 KEYNOTE: Saturation and Permeability from Seismic:State-of-the-ArtJack Dvorkin, KFUPM
13:50 - 14:15 Single Loop Litho-Petro-Elastic Modelling andInversion: An Example of Prospect Characterizationin the Norwegian SeaAndrea Murineddu, Schlumberger
14:15 - 14:40 Seismic Acoustic Impedance as a Predictor ofReservoir Connectivity Regions and its Application toImprove 1D Permeability ModelingBabatope Kayode, Saudi Aramco
14:50 - 15:10 COFFEE BREAK – 20 min – Al Rifaa Foyer Area
SESSION 5 ROLE OF MACHINE LEARNINGSession Chairs:Mohammed Abdulhameed Al-Yami & Beth Rees
15:10 - 15:35 Predicting Acoustic, Elastic and Reservoir RockProperties Using Deep Learning TechniquesBehzad Alaei, Earth Science Analytics AS
15:35 - 16:00 Challenges of Relative Scarcity of Data: How RockPhysics and Machine Learning Can Overcome itShraddha Chatterjee, CGG
16:00 - 16:25 Facies Classification Using Machine Learning inVertical and Spatial DomainsSyed Sadaqat Ali, Saudi Aramco
16:25 - 16:55 Moderated Discussion – 30 min
18:00 - 20:00 ICEBREAKER RECEPTION – Elements Pool
E-POSTER SESSION14:40 - 14:50 Estimation of Soil Porosity and Water Saturation
using Seismic Velocities and Ground-Penetrating Radar: A Case Study over a Sand Dune in eastern Saudi Arabia Naser Al-Naser, KFUPM
